XiaochenWang-PSU / MedHMP
Source codes of the paper "Hierarchical Pretraining on Multimodal Electronic Health Records".
☆17Updated 11 months ago
Alternatives and similar repositories for MedHMP:
Users that are interested in MedHMP are comparing it to the libraries listed below
- KDD 2024 | FlexCare: Leveraging Cross-Task Synergy for Flexible Multimodal Healthcare Prediction☆11Updated 6 months ago
- ☆30Updated last year
- [ACL 2024] This is the code for our paper ”RAM-EHR: Retrieval Augmentation Meets Clinical Predictions on Electronic Health Records“.☆30Updated 6 months ago
- UniHPF : Universal Healthcare Predictive Framework with Zero Domain Knowledge☆13Updated last year
- Dataset for Checking Consistency between Unstructured Notes and Structured Tables in Electronic Health Records☆20Updated 6 months ago
- ☆10Updated last year
- An offical implementation of EHRDiff [TMLR]☆26Updated 8 months ago
- DescEmb - Unifying Heterogenous Electronic Health Records Systems via Text-Based Code Embedding☆21Updated 11 months ago
- COVID-19 EHR data analysis pipeline☆19Updated 2 months ago
- Codes for AAAI 2022 paper: Context-aware Health Event Prediction via Transition Functions on Dynamic Disease Graphs☆24Updated 3 years ago
- [NeurIPS 2024 D&B] Official code for "EHRNoteQA: An LLM Benchmark for Real-World Clinical Practice Using Discharge Summaries"☆29Updated 2 months ago
- This repository is a PyTorch implementation of our NeurIPS 2022 paper "Debiased, Longitudinal and Coordinated Drug Recommendation through…☆36Updated last year
- Official implementation for paper "Predictive Modeling with Temporal Graphical Representation on Electronic Health Records"☆18Updated 9 months ago
- Source code of our SIGIR'24 paper titled "Leave No Patient Behind: Enhancing Medication Recommendation for Rare Disease Patients".☆15Updated 7 months ago
- Official implementation for KDD'22 paper "Learning Fair Representation via Distributional Contrastive Disentanglement"☆23Updated 2 years ago
- [ML4H 2022] This is the code for our paper `Counterfactual and Factual Reasoning over Hypergraphs for Interpretable Clinical Predictions …☆24Updated last year
- [CIKM'24] Self-Supervision Improves Diffusion Models for Tabular Data Imputation☆14Updated 5 months ago
- Repository for the paper 'MDS-ED: Multimodal Decision Support in the Emergency Department – a benchmark dataset based on MIMIC-IV'.☆14Updated 5 months ago
- Code for TKDE paper: Patient Health Representation Learning via Correlational Sparse Prior of Medical Features.☆12Updated 2 years ago
- [ACL 2024 Findings] This is the code for our paper "Knowledge-Infused Prompting: Assessing and Advancing Clinical Text Data Generation wi…☆38Updated 8 months ago
- Medical multi-modal learning with missing modality data (MLHC 2023)☆13Updated last year
- ☆15Updated 3 years ago
- EMNLP'22 | PromptEHR: Conditional Electronic Healthcare Records Generation with Prompt Learning☆28Updated last year
- ICLR 2023 paper - ManyDG - Dataset processing and mode codes☆23Updated 11 months ago
- The official code of EMNLP 2022, "How Far are We from Robust Long Abstractive Summarization?".☆18Updated last year
- "Knowledge Graph-based Question Answering with Electronic Health Records", accepted at Machine Learning for Health Care (MLHC) 2021☆33Updated last year
- [arXiv'24] The official implementation code of LEADER.☆28Updated 6 months ago
- Pytorch implementation for ICLR24:"Online GNN Evaluation Under Test-Time Graph Distribution Shifts"☆15Updated 11 months ago